Plot a topic correlation graph
Computes diagnostic values for models with different values of K (number of topics).
Plots semantic coherence and exclusivity for each topic.
Variational EM for the Structural Topic Model
Plot summary of an STM object
Structural Topic Model
Permutation test of a binary covariate.
Prepare documents for analysis with stm
CMU 2008 Political Blog Corpus
Summary Function for the STM objects
Plots semantic coherence and exclusivity for high likelihood models
outputted from selectModel.
Write a .ldac file
Process a vector of raw texts
Plot predictions using topics
Find Thoughts
Plot some effects with loess
Plot an STM permutation test.
Estimate topic correlation
Label topics
Draw from Theta Posterior
Plots diagnostic values resulting from searchK
Estimates regressions using an STM object
Displays verbose labels that describe topics and topic-covariate groups in depth.
Residual dispersion test for topic number
Convert stm formatted documents to another format
Plotting Method for Multimodality Diagnostic Objects
Gadarian and Albertson data
Plot documents, words and tokens removed at various word thresholds
Performs model selection across separate STM's that each assume different numbers of topics.
Plot effect of covariates on topics
Read in a corpus file.
Analyze Stability of Local STM Mode
Plot a wordcloud
Find topics that contain user specified words.
Assists the user in selecting the best STM model.
Make a B-spline Basis Function
Plots strings
Heldout Likelihood by Document Completion
Wrapper to launch LDAvis topic browser.